Georgios B. Giannakis
University of Minnesota-Twin Cities
H-index: 160
North America-United States
Top articles of Georgios B. Giannakis
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Meta-Learning With Versatile Loss Geometries for Fast Adaptation Using Mirror Descent | Yilang Zhang Bingcong Li Georgios B Giannakis | 2024/4/14 | |
Learning Robust to Distributional Uncertainties and Adversarial Data | IEEE Journal on Selected Areas in Information Theory | Alireza Sadeghi Gang Wang Georgios B Giannakis | 2024/3/26 |
A Bayesian Approach to High-Order Link Prediction | Georgios V Karanikolas Alba Pagès-Zamora Georgios B Giannakis | 2024/4/14 | |
Enhancing sharpness-aware optimization through variance suppression | Advances in Neural Information Processing Systems | Bingcong Li Georgios Giannakis | 2024/2/13 |
Bayesian Self-Supervised Learning Using Local and Global Graph Information | Konstantinos D. Polyzos Alireza. Sadeghi Georgios. B. Giannakis | 2023 | |
Integrated Distributed Wireless Sensing with Over-The-Air Federated Learning | Shijian Gao Jia Yan Georgios B Giannakis | 2023/7/16 | |
Physics-informed transfer learning for voltage stability margin prediction | Manish K Singh Konstantinos D Polyzos Panagiotis A Traganitis Sairaj V Dhople Georgios B Giannakis | 2023/6/4 | |
Contractive error feedback for gradient compression | arXiv preprint arXiv:2312.08538 | Bingcong Li Shuai Zheng Parameswaran Raman Anshumali Shrivastava Georgios B Giannakis | 2023/12/13 |
Autoregressive graph Volterra models and applications | EURASIP Journal on Advances in Signal Processing | Qiuling Yang Mario Coutino Geert Leus Georgios B Giannakis | 2023/1/9 |
Estimating frequency-offsets and multi-antenna channels in MIMO OFDM systems | 2023/10/17 | ||
Bayesian Optimization for Online Management in Dynamic Mobile Edge Computing | IEEE Transactions on Wireless Communications | Jia Yan Qin Lu Georgios B Giannakis | 2023/8/29 |
Scalable bayesian meta-learning through generalized implicit gradients | Proceedings of the AAAI Conference on Artificial Intelligence | Yilang Zhang Bingcong Li Shijian Gao Georgios B Giannakis | 2023/6/26 |
Higher-Order Link Prediction Via Learnable Maximum Mean Discrepancy | Georgios V Karanikolas Alba Pagès-Zamora Georgios B Giannakis | 2023/6/4 | |
Meta-Learning Priors Using Unrolled Proximal Neural Networks | Yilang Zhang Georgios B Giannakis | 2023/10/13 | |
Robust Identification of Graph Structure | Georgios V Karanikolas Georgios B Giannakis | 2023/12/10 | |
Conic Descent Redux for Memory-Efficient Optimization | arXiv preprint arXiv:2308.07343 | Bingcong Li Georgios B Giannakis | 2023/8/13 |
Bayesian optimization with ensemble learning models and adaptive expected improvement | Konstantinos D Polyzos Qin Lu Georgios B Giannakis | 2023/6/4 | |
Surrogate modeling for bayesian optimization beyond a single gaussian process | IEEE Transactions on Pattern Analysis and Machine Intelligence | Qin Lu Konstantinos D Polyzos Bingcong Li Georgios B Giannakis | 2023/4/5 |
3d reconstruction in noisy agricultural environments: A bayesian optimization perspective for view planning | arXiv preprint arXiv:2310.00145 | Athanasios Bacharis Konstantinos D Polyzos Henry J Nelson Georgios B Giannakis Nikolaos Papanikolopoulos | 2023/9/29 |
Incremental ensemble Gaussian processes | IEEE Transactions on Pattern Analysis and Machine Intelligence | Qin Lu Georgios V Karanikolas Georgios B Giannakis | 2022/3/7 |
Co-Authors
